Fitting 3 folds for each of 108 candidates, totalling 324 fits
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=None, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=10, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=20, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=200; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=200; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=1, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=2, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=2, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=5, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=100; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=200; total time= 0.1s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
[CV] END max_depth=30, min_samples_leaf=4, min_samples_split=10, n_estimators=300; total time= 0.2s
Best Parameters: {'max_depth': 10, 'min_samples_leaf': 1, 'min_samples_split': 2, 'n_estimators': 200}
Accuracy: 0.90625
Classification Report:
precision recall f1-score support
0 0.94 0.88 0.91 17
1 0.88 0.93 0.90 15
accuracy 0.91 32
macro avg 0.91 0.91 0.91 32
weighted avg 0.91 0.91 0.91 32